[Docs] Use docs link of other projects and add MMCV docs. (#511)

* [Docs] Use docs link of other projects and add MMCV docs.

* Fix misused "document", and it should be "documentation"

* Fix uppercase

* Rename `Projects` to `Docs`.

docs/conf.py

@@ -109,47 +109,52 @@ html_theme_options = {
         },
         {
             'name':
-            'Projects',
+            'Docs',
             'children': [
+                {
+                    'name': 'MMCV',
+                    'url': 'https://mmcv.readthedocs.io/en/latest/',
+                },
                 {
                     'name': 'MMAction2',
-                    'url': 'https://github.com/open-mmlab/mmaction2',
+                    'url': 'https://mmaction2.readthedocs.io/en/latest/',
                 },
                 {
                     'name': 'MMClassification',
-                    'url': 'https://github.com/open-mmlab/mmclassification',
+                    'url':
+                    'https://mmclassification.readthedocs.io/en/latest/',
                 },
                 {
                     'name': 'MMDetection',
-                    'url': 'https://github.com/open-mmlab/mmdetection',
+                    'url': 'https://mmdetection.readthedocs.io/en/latest/',
                 },
                 {
                     'name': 'MMDetection3D',
-                    'url': 'https://github.com/open-mmlab/mmdetection3d',
+                    'url': 'https://mmdetection3d.readthedocs.io/en/latest/',
                 },
                 {
                     'name': 'MMEditing',
-                    'url': 'https://github.com/open-mmlab/mmediting',
+                    'url': 'https://mmediting.readthedocs.io/en/latest/',
                 },
                 {
                     'name': 'MMGeneration',
-                    'url': 'https://github.com/open-mmlab/mmgeneration',
+                    'url': 'https://mmgeneration.readthedocs.io/en/latest/',
                 },
                 {
                     'name': 'MMOCR',
-                    'url': 'https://github.com/open-mmlab/mmocr',
+                    'url': 'https://mmocr.readthedocs.io/en/latest/',
                 },
                 {
                     'name': 'MMPose',
-                    'url': 'https://github.com/open-mmlab/mmpose',
+                    'url': 'https://mmpose.readthedocs.io/en/latest/',
                 },
                 {
                     'name': 'MMSegmentation',
-                    'url': 'https://github.com/open-mmlab/mmsegmentation',
+                    'url': 'https://mmsegmentation.readthedocs.io/en/latest/',
                 },
                 {
                     'name': 'MMTracking',
-                    'url': 'https://github.com/open-mmlab/mmtracking',
+                    'url': 'https://mmtracking.readthedocs.io/en/latest/',
                 },
             ]
         },

docs/index.rst

@@ -1,7 +1,7 @@
 Welcome to MMClassification's documentation!
 ============================================
 
-You can switch between Chinese and English documents in the lower-left corner of the layout.
+You can switch between Chinese and English documentation in the lower-left corner of the layout.
 
 您可以在页面左下角切换中英文文档。
 

docs/tutorials/config.md

@@ -118,11 +118,11 @@ The four parts are explained separately below, and the above-mentioned ResNet50
 
 ### model
 The parameter `"model"` is a python dictionary in the configuration file, which mainly includes information such as network structure and loss function:
-- `type` ： Classifier name, MMCls supports `ImageClassifier`, refer to [API document](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.classifiers).
+- `type` ： Classifier name, MMCls supports `ImageClassifier`, refer to [API documentation](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.classifiers).
-- `backbone` ： Backbone configs, refer to [API document](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.backbones) for available options.
+- `backbone` ： Backbone configs, refer to [API documentation](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.backbones) for available options.
-- `neck` ：Neck network name, MMCls supports `GlobalAveragePooling`, please refer to [API document](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.necks).
+- `neck` ：Neck network name, MMCls supports `GlobalAveragePooling`, please refer to [API documentation](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.necks).
-- `head`: Head network name, MMCls supports single-label and multi-label classification head networks, available options refer to [API document](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.heads).
+- `head`: Head network name, MMCls supports single-label and multi-label classification head networks, available options refer to [API documentation](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.heads).
-    - `loss`: Loss function type, supports `CrossEntropyLoss`, [`LabelSmoothLoss`](https://github.com/open-mmlab/mmclassification/blob/master/configs/_base_/models/resnet50_label_smooth.py) etc., For available options, refer to [API Document](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.losses).
+    - `loss`: Loss function type, supports `CrossEntropyLoss`, [`LabelSmoothLoss`](https://github.com/open-mmlab/mmclassification/blob/master/configs/_base_/models/resnet50_label_smooth.py) etc., For available options, refer to [API documentation](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.models.losses).
 - `train_cfg` ：Training augment config, MMCls supports [`mixup`](https://github.com/open-mmlab/mmclassification/blob/master/configs/_base_/models/resnet50_mixup.py), [`cutmix`](https://github.com/open-mmlab/mmclassification/blob/master/configs/_base_/models/resnet50_cutmix.py) and other augments.
 
 
@@ -157,7 +157,7 @@ The parameter `"data"` is a python dictionary in the configuration file, which m
 - `train ｜ val ｜ test` : config to construct dataset
   - `type`: Dataset name, MMCls supports `ImageNet`, `Cifar` etc., refer to [API documentation](https://mmclassification.readthedocs.io/en/latest/api.html#module-mmcls.datasets)
   - `data_prefix` : Dataset root directory
-  - `pipeline` :  Data processing pipeline, refer to related tutorial documents [CUSTOM DATA PIPELINES](https://mmclassification.readthedocs.io/en/latest/tutorials/data_pipeline.html)
+  - `pipeline` :  Data processing pipeline, refer to related tutorial [CUSTOM DATA PIPELINES](https://mmclassification.readthedocs.io/en/latest/tutorials/data_pipeline.html)
 
 The parameter `evaluation` is also a dictionary, which is the configuration information of `evaluation hook`, mainly including evaluation interval, evaluation index, etc..
 

docs_zh-CN/conf.py

@@ -109,47 +109,54 @@ html_theme_options = {
         },
         {
             'name':
-            '算法库',
+            '文档',
             'children': [
+                {
+                    'name': 'MMCV',
+                    'url': 'https://mmcv.readthedocs.io/zh_CN/latest/',
+                },
                 {
                     'name': 'MMAction2',
-                    'url': 'https://github.com/open-mmlab/mmaction2',
+                    'url': 'https://mmaction2.readthedocs.io/zh_CN/latest/',
                 },
                 {
                     'name': 'MMClassification',
-                    'url': 'https://github.com/open-mmlab/mmclassification',
+                    'url':
+                    'https://mmclassification.readthedocs.io/zh_CN/latest/',
                 },
                 {
                     'name': 'MMDetection',
-                    'url': 'https://github.com/open-mmlab/mmdetection',
+                    'url': 'https://mmdetection.readthedocs.io/zh_CN/latest/',
                 },
                 {
                     'name': 'MMDetection3D',
-                    'url': 'https://github.com/open-mmlab/mmdetection3d',
+                    'url':
+                    'https://mmdetection3d.readthedocs.io/zh_CN/latest/',
                 },
                 {
                     'name': 'MMEditing',
-                    'url': 'https://github.com/open-mmlab/mmediting',
+                    'url': 'https://mmediting.readthedocs.io/zh_CN/latest/',
                 },
                 {
                     'name': 'MMGeneration',
-                    'url': 'https://github.com/open-mmlab/mmgeneration',
+                    'url': 'https://mmgeneration.readthedocs.io/zh_CN/latest/',
                 },
                 {
                     'name': 'MMOCR',
-                    'url': 'https://github.com/open-mmlab/mmocr',
+                    'url': 'https://mmocr.readthedocs.io/zh_CN/latest/',
                 },
                 {
                     'name': 'MMPose',
-                    'url': 'https://github.com/open-mmlab/mmpose',
+                    'url': 'https://mmpose.readthedocs.io/zh_CN/latest/',
                 },
                 {
                     'name': 'MMSegmentation',
-                    'url': 'https://github.com/open-mmlab/mmsegmentation',
+                    'url':
+                    'https://mmsegmentation.readthedocs.io/zh_CN/latest/',
                 },
                 {
                     'name': 'MMTracking',
-                    'url': 'https://github.com/open-mmlab/mmtracking',
+                    'url': 'https://mmtracking.readthedocs.io/zh_CN/latest/',
                 },
             ]
         },

docs_zh-CN/index.rst

@@ -1,7 +1,7 @@
 欢迎来到 MMClassification 中文教程！
 ==========================================
 
-You can switch between Chinese and English documents in the lower-left corner of the layout.
+You can switch between Chinese and English documentation in the lower-left corner of the layout.
 
 您可以在页面左下角切换中英文文档。